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Senior Firmware Engineer @Artesyn Embedded Technologies
2019 ~ 2022
韌體工程師/軟體工程師/控制工程師/演算法工程師/
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日本電氣通信大學 The University of Electro-Communications (UEC)
Robotics Engineering
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Data science lecturer @Ittraining
2020 ~ Present
Data Scientist 資料科學家_數據分析師
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HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
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Data engineer @H2 Inc.
2021 ~ Present
AI engineer, ML engineer, data scientist
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Airflow
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清華大學
動力機械工程學系
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Software Developer @ZeroLogix
2022 ~ Present
前端工程師 Front-End Developer
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王豪逸 中山大學資訊管理學系 研究所 [email protected] https://github.com/strongball 技能 程式語言 JavaScript TypeScript Python C Java C# 開發工具 Git Docker Linux(ubuntu) Jest 前端開發 Vue, Nuxtjs React , Nextjs Graphql Restful WebSocket CSS-in-JS, styled-components Electron 後端開發 Graphql ORM(Typeorm, Prisma) MySQL, PostgreSQL 資料分析 / 機器學習 Pytorch TensorFlow Keras Scikit-learn 工作經歷 科林儀器
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4-6 years
國立中山大學-資管系
資訊管理
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National Chiao Tung University
Computer Science
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AI Engineer @Revlis Biotech Co. Ltd., Yunlin County, Taiwan
2022 ~ Present
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within two months
in 8 years. Coordinated with Environment and Construction Authority to proceed monitoring projects. EducationMaster of Science National Sun Yat-Sen University Biological Oceanography, Multivariate Analysis, Time Series AnalysisBachelor of Science National Sun Yat-Sen University Oceanography Skills Certificate Deep Learning Machine Learning Statistics Multivariant Analysis Python SPSS SAS PyTorch Tensorflow/Keras Scikit-Learn Matplotlib Seaborn 1. Python from the Beginning / Udemy 2. Python A-Z / Udemy 3. Machine Learning A-Z / Udemy 4. Deep Learning A-Z / Udemy 5. TensorFlow 2.0 using Keras API / Udemy
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National Sun Yat-sen University
Biological Oceanography, Multivariate Analysis, Time Series Analysis
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Senior Machine Learning Engineer @C-Media Electronics
2020 ~ 2021
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Hao-Chun (Chad) Yang Ph.D Ph.D Graduate @NTHU (EE) | Seeking AI/ML R&D Position | Speech, IOT, Health Informatics, Computational Neuroscience | pytorch, tensorflow Room 315, General Building III, No. 101, Section 2, Kuang-Fu Road,Hsinchu City, Taiwan Skills Programming Programming: Python, Matlab DevOps: AWS, GCP, Git, Docker Deep Learning: Pytorch, Tensorflow, Keras ML& Data Science: Sklearn, Numpy, Pandas, Matplotlib MLOps: MLflow, W&B Special HonorsBest Challenge Poster - Physionet/CINC ChallengeTravel Grants - IEEE SPS SocietyPresident Scholarship - NTHU Education National Tsing Hua University Ph.D. in Electrical Engineering (SepPresent) National Tsing
Python
pytorch
tensorflow
In military service
Full-time / Interested in working remotely
4-6 years
清華大學
電機工程
Avatar of 孫郁喬.
Avatar of 孫郁喬.
Data Scientist/Machine Learning Engineer @CloudMile_萬里雲
2019 ~ Present
Data analyst, Machine Learning engineer.
Within six months
Science CompetitionBlack Friday Sales Prediction Top 1% inteamsData Science Bowl Top 4% in 3634 teams - TalkingData AdTracking Fraud Detection Challenge Top 16% in 3967 teams - House Prices: Advanced Regression Techniques Top 8 % in 4417 teams 技能 Programming - Python - Java - JavaScript - Golang - C - PHP Data Science - Machine Learning - Deep Learning - PyTorch - Tensorflow - Keras - Hadoop Libraries - Pandas - Numpy - SciPy - Scikit-learn Miscellaneous - Linux - MySQL - MongoDB - Google Cloud Platform - InfluxDB - Postgresql - Docker - HTML5, CSS and Bootstrap - Git 關於我 我是孫郁喬,畢業於國立台灣科技大學資訊工程研究
Deep Learning
Data Analytics
Python
Employed
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4-6 years
National Taiwan University of Science and Technology
Computer Science
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
Past
Service Provider @Taron Solutions Limited
2023 ~ 2023
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
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轉為簡體,最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術:NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型,以各式台灣景氣指標當作輸入,輸出未來經濟景氣趨勢階段。 技術:Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li
Machine Learning
Computer Vision
Pytorch/Tensorflow
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
資訊工程
Avatar of 宋浩茹 Ellie Sung.
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn | GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
Python
R
Natural Language Processing (NLP)
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
資訊科學系

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AI Engineer
Logo of Revlis Biotech Co. Ltd., Yunlin County, Taiwan.
Revlis Biotech Co. Ltd., Yunlin County, Taiwan
2022 ~ Present
Taichung, 台灣
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Scientist, Python Developer, Machine Learning Engineer
Fields of Employment
Medical Devices, Artificial Intelligence / Machine Learning, Health
Work experience
10-15 years
Management
I've had experience in managing 1-5 people
Skills
Deep Learning
Machine Learning
Statistics
Multivariant Analysis
Python
SPSS
SAS
PyTorch
Tensorflow/Keras
Scikit-Learn
Matplotlib
Seaborn
Languages
Chinese
Native or Bilingual
English
Professional
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Positions
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Job types
Full-time
Locations
Taiwan, USA
Remote
Interested in working remotely
Freelance
No
Educations
School
National Sun Yat-sen University
Major
Biological Oceanography, Multivariate Analysis, Time Series Analysis
Print

Gavin Jang

AI Engineer

  Taichung City, Taiwan

Highly skilled in Machine/ Deep Learning, Statistics, Time Series Analysis, and Multivariate Analysis. Have built a WaveGAN model for generating 12 LEADs ECG signals and a U-Net model for reconstructing 12 LEADs ECG signals.

 

Accomplishments

  • De-Noising Auto-Encoder for ECG Signals
  • U-Net for Reconstructing 12 LEADs ECG Signals 
  • WaveGAN for Generating 12 LEADs ECG Signals 
  • Deep Learning Model for Heart Disease Diagnosis 
  • AI-Based Blood Sugar Detection with ECG Signals 
  • Data Visualization and Deep Learning Model for Deep-Sea Fishery

Work History

AI Engineer

Revlis Biotech Co., Ltd., Yunlin County, Taiwan

Since Jul 2022

  • Proven ability to learn quickly and adapt to new situations.
  • Strengthened communication skills through regular interactions with others.
  • Used strong analytical and problem-solving skills to develop effective solutions for challenging situations. 
  • Paid attention to detail while completing assignments.
  • Built U-Net model for reconstructing 12 LEADs ECG signals.
  • AI-based heart disease diagnosis model with LSTM, TCN, and/or attention layer architecture.
  • Built WaveGAN model for augmenting 12 LEADs ECG data.
  • Auto-encoder model for ECG de-noising.
  • Maintain backend testing server.

Project Manager

Fair Well Fishery Co., Ltd., Kaohsiung City, Taiwan

Apr 2019 - Sep 2020

  • Collaborated with CLS France for data analysis and visualization. Also built Machine Learning Model for Purse Seiner in West / Central Pacific.
  • Took active role in controlling budget of fishing access fees. As result, cost-saving is over 2 million USD for 2020.
  • Negotiation of bilateral agreements with South Pacific Islands Countries.

Research Assistant

Department Of Marine Resources, NSYSU, Kaohsiung City, Taiwan

Oct 2010 - Sep 2018

  • Multivariate Analysis and Compose Survey Report. 
  • Managed 18 surveillance projects in 8 years. 
  • Coordinated with Environment and Construction Authority to proceed monitoring projects.

Education

2005 - 2009

Master of Science

National Sun Yat-Sen University

Biological Oceanography, Multivariate Analysis, Time Series Analysis

2001 - 2005

Bachelor of Science 

National Sun Yat-Sen University

Oceanography

Skills

Certificate

   Deep Learning      Machine Learning      Statistics      Multivariant Analysis      Python      SPSS      SAS      PyTorch      Tensorflow/Keras      Scikit-Learn      Matplotlib      Seaborn   

1. Python from the Beginning / Udemy

2. Python A-Z / Udemy

3. Machine Learning A-Z / Udemy

4. Deep Learning A-Z / Udemy

5. TensorFlow 2.0 using Keras API / Udemy

6. AI for Business / Udemy

Language 

   Chinese - First Language       English - Advanced   

Other Achievements 

World Shootout Underwater Photo Grand Prix, 2015: Semi-Final

International Photography Award, 2017 Non-Professional: Honorable Mention

If I have seen further it is by standing on the shoulders of giants.— Isaac Newton
Resume
Profile

Gavin Jang

AI Engineer

  Taichung City, Taiwan

Highly skilled in Machine/ Deep Learning, Statistics, Time Series Analysis, and Multivariate Analysis. Have built a WaveGAN model for generating 12 LEADs ECG signals and a U-Net model for reconstructing 12 LEADs ECG signals.

 

Accomplishments

  • De-Noising Auto-Encoder for ECG Signals
  • U-Net for Reconstructing 12 LEADs ECG Signals 
  • WaveGAN for Generating 12 LEADs ECG Signals 
  • Deep Learning Model for Heart Disease Diagnosis 
  • AI-Based Blood Sugar Detection with ECG Signals 
  • Data Visualization and Deep Learning Model for Deep-Sea Fishery

Work History

AI Engineer

Revlis Biotech Co., Ltd., Yunlin County, Taiwan

Since Jul 2022

  • Proven ability to learn quickly and adapt to new situations.
  • Strengthened communication skills through regular interactions with others.
  • Used strong analytical and problem-solving skills to develop effective solutions for challenging situations. 
  • Paid attention to detail while completing assignments.
  • Built U-Net model for reconstructing 12 LEADs ECG signals.
  • AI-based heart disease diagnosis model with LSTM, TCN, and/or attention layer architecture.
  • Built WaveGAN model for augmenting 12 LEADs ECG data.
  • Auto-encoder model for ECG de-noising.
  • Maintain backend testing server.

Project Manager

Fair Well Fishery Co., Ltd., Kaohsiung City, Taiwan

Apr 2019 - Sep 2020

  • Collaborated with CLS France for data analysis and visualization. Also built Machine Learning Model for Purse Seiner in West / Central Pacific.
  • Took active role in controlling budget of fishing access fees. As result, cost-saving is over 2 million USD for 2020.
  • Negotiation of bilateral agreements with South Pacific Islands Countries.

Research Assistant

Department Of Marine Resources, NSYSU, Kaohsiung City, Taiwan

Oct 2010 - Sep 2018

  • Multivariate Analysis and Compose Survey Report. 
  • Managed 18 surveillance projects in 8 years. 
  • Coordinated with Environment and Construction Authority to proceed monitoring projects.

Education

2005 - 2009

Master of Science

National Sun Yat-Sen University

Biological Oceanography, Multivariate Analysis, Time Series Analysis

2001 - 2005

Bachelor of Science 

National Sun Yat-Sen University

Oceanography

Skills

Certificate

   Deep Learning      Machine Learning      Statistics      Multivariant Analysis      Python      SPSS      SAS      PyTorch      Tensorflow/Keras      Scikit-Learn      Matplotlib      Seaborn   

1. Python from the Beginning / Udemy

2. Python A-Z / Udemy

3. Machine Learning A-Z / Udemy

4. Deep Learning A-Z / Udemy

5. TensorFlow 2.0 using Keras API / Udemy

6. AI for Business / Udemy

Language 

   Chinese - First Language       English - Advanced   

Other Achievements 

World Shootout Underwater Photo Grand Prix, 2015: Semi-Final

International Photography Award, 2017 Non-Professional: Honorable Mention

If I have seen further it is by standing on the shoulders of giants.— Isaac Newton